feat(pool): 引入 pro_first 调度预设、Pool 候选持久化跳过与诊断信息优化

- 新增 pro_first 调度预设（Pro 优先），更新 plus_first 仅针对 Plus 计划，移除 free_team_first
- Pool 内部候选（pool_key_index 不为空）跳过 DB 持久化（available/skipped/unused 均适用）
- LRU 排序新增 catalog_lru_score 回退：runtime 无记录时使用 last_used_at_unix_secs
- 执行路径 miss 诊断消息细化为中文，按 reason 分类输出可读说明
- build_local_request_candidate_status_record 补充 extra_data 和 created_at_unix_ms 字段
- OpenAI CLI 计划构建流程补充候选评估进度跟踪与 terminal reason 设置
- 前端 PoolSchedulingDialog 增加 pro_first 预设展示，修复 LRU 默认预设检测逻辑

frontend/src/features/pool/components/PoolSchedulingDialog.vue

@@ -321,8 +321,17 @@ const FALLBACK_PRESET_DEFS: PoolPresetMeta[] = [
   {
     name: 'plus_first',
     label: 'Plus 优先',
-    description: '优先消耗 Plus/Pro 账号（依赖 plan_type）',
-    evidence_hint: '依据 plan_type（Plus/Pro 账号优先调度）',
+    description: '优先消耗 Plus 账号（依赖 plan_type）',
+    evidence_hint: '依据 plan_type（Plus 账号优先调度）',
+    providers: ['codex', 'kiro'],
+    modes: null,
+    default_mode: null,
+  },
+  {
+    name: 'pro_first',
+    label: 'Pro 优先',
+    description: '优先消耗 Pro 账号（依赖 plan_type）',
+    evidence_hint: '依据 plan_type（Pro 账号优先调度）',
     providers: ['codex', 'kiro'],
     modes: null,
     default_mode: null,
@@ -608,7 +617,7 @@ function loadFromConfig(cfg: PoolAdvancedConfig | null): PresetListItem[] {
 
   const rawPresets = cfg.scheduling_presets
   if (!Array.isArray(rawPresets) || rawPresets.length === 0) {
-    if (cfg.scheduling_mode === 'lru' || (!cfg.scheduling_mode && cfg.lru_enabled !== false)) {
+    if (cfg.scheduling_mode === 'lru' || cfg.lru_enabled === true) {
       return defaults.map(item => ({
         ...item,
         enabled: item.preset === 'lru',

frontend/src/features/providers/components/ProviderFormDialog.vue

@@ -309,6 +309,7 @@ import {
 } from '@/api/endpoints'
 import { parseApiError } from '@/utils/errorParser'
 import { parseNumberInput } from '@/utils/form'
+import { dateTimeLocalToRfc3339, formatDateTimeLocalInput } from '@/utils/date'
 
 const props = defineProps<{
   modelValue: boolean
@@ -403,10 +404,8 @@ function loadProviderData() {
     billing_type: (props.provider.billing_type as 'monthly_quota' | 'pay_as_you_go' | 'free_tier') || 'pay_as_you_go',
     monthly_quota_usd: props.provider.monthly_quota_usd || undefined,
     quota_reset_day: props.provider.quota_reset_day || 30,
-    quota_last_reset_at: props.provider.quota_last_reset_at ?
-      new Date(props.provider.quota_last_reset_at).toISOString().slice(0, 16) : '',
-    quota_expires_at: props.provider.quota_expires_at ?
-      new Date(props.provider.quota_expires_at).toISOString().slice(0, 16) : '',
+    quota_last_reset_at: formatDateTimeLocalInput(props.provider.quota_last_reset_at),
+    quota_expires_at: formatDateTimeLocalInput(props.provider.quota_expires_at),
     provider_priority: props.provider.provider_priority || 999,
     keep_priority_on_conversion: props.provider.keep_priority_on_conversion ?? false,
     is_active: props.provider.is_active,
@@ -452,6 +451,17 @@ const handleSubmit = async () => {
     return
   }
 
+  const quotaLastResetAt = dateTimeLocalToRfc3339(form.value.quota_last_reset_at)
+  if (form.value.billing_type === 'monthly_quota' && !quotaLastResetAt) {
+    showError('周期开始时间必须是合法时间', '验证失败')
+    return
+  }
+  const quotaExpiresAt = dateTimeLocalToRfc3339(form.value.quota_expires_at)
+  if (form.value.quota_expires_at && !quotaExpiresAt) {
+    showError('过期时间必须是合法时间', '验证失败')
+    return
+  }
+
   loading.value = true
   try {
     const currentPoolAdvanced = normalizePoolAdvancedConfig(props.provider?.pool_advanced)
@@ -463,8 +473,8 @@ const handleSubmit = async () => {
       billing_type: form.value.billing_type,
       monthly_quota_usd: form.value.monthly_quota_usd,
       quota_reset_day: form.value.quota_reset_day,
-      quota_last_reset_at: form.value.quota_last_reset_at || undefined,
-      quota_expires_at: form.value.quota_expires_at || undefined,
+      quota_last_reset_at: quotaLastResetAt,
+      quota_expires_at: quotaExpiresAt,
       keep_priority_on_conversion: form.value.keep_priority_on_conversion,
       is_active: form.value.is_active,
       // 请求配置